I automated internal links to boost SEO and fix broken links after I changed my URL structure. I crawled my sitemap, used BeautifulSoup and HEAD requests to log 404s, then built a recommender that embeds article text with SentenceTransformers to suggest related posts. Saves time and improves discovery and rankings. Code on my GitHub.
